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About University of Miami
The University of Miami is a private research university in Coral Gables, Florida, known for programs in business, law, medicine, marine science, and the arts. Industry: Higher Education & Research
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As a Research Associate I at the Cooperative Institute for Marine and Atmospheric Studies, you will join a team focused on improving the analysis and prediction of tropical cyclones. You will develop machine learning methods to estimate surface winds when data is unavailable and create real-time products for the National Hurricane Center. Your daily work involves developing, testing, and evaluating machine learning techniques trained on reconnaissance data, managing complex datasets, and visualizing results. You will utilize Python, JavaScript, and high-performance computing environments to process information and evaluate the Hurricane Analysis and Forecast System. The role requires a bachelor’s in Meteorology or Atmospheric Science and expertise in tropical cyclone reconnaissance data. You will also quantify the impact of various observing systems while publishing findings in peer-reviewed literature and presenting results at professional meetings and conferences.
Artificial Intelligence
Machine Learning
VIAME
Underwater Video Data Processing
Model Training
Data Collection Methodologies
Analytical Automation
Open Source Software
R
Python
Machine Learning
Bioinformatics
Statistical Modeling
Genomics
high throughput sequencing
Computational Biology
Reproducible Research
Open-Source Software Development